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) 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<h1 class="title toc-ignore">Oficina GECAT - Análise de Regressão</h1>
<h4 class="author">Vanessa, Lauren e Patrícia.</h4>
<h4 class="date">24/07/2023</h4>

</div>


<div id="o-que-é-regressão-linear" class="section level1">
<h1>O que é Regressão Linear?</h1>
<p>Estudo da dependência de uma variável em relação a uma ou mais
variáveis, visando estimar e/ou prever o valor médio (da população) da
variável dependente em termos dos valores conhecidos ou fixados.</p>
<p>A origem da regressão ocorreu com Francis Galton em que no estudo de
Eugenia ele gostaria de verificar se características físicas como altura
passavam de pai para filho. Galton descobriu que a estatura dos filhos
não tende a refletir a de seus pais, mas sim à média da população
(regressão à média ou “regressão à mediocridade”).</p>
</div>
<div id="variáveis" class="section level1">
<h1>Variáveis</h1>
<div id="nomenclaturas-usadas-para-as-variáveis-na-regressão" class="section level2">
<h2>Nomenclaturas Usadas para as Variáveis na Regressão</h2>
<table>
<tbody>
<tr class="odd">
<td align="center">Variável Dependente</td>
<td align="center">Variável Independente</td>
</tr>
<tr class="even">
<td align="center">Variável Explicada</td>
<td align="center">Variável Explicativa</td>
</tr>
<tr class="odd">
<td align="center">Variável Prevista</td>
<td align="center">Previsor</td>
</tr>
<tr class="even">
<td align="center">Regressando</td>
<td align="center">Regressor</td>
</tr>
<tr class="odd">
<td align="center">Variável Resposta</td>
<td align="center">Estímulo</td>
</tr>
<tr class="even">
<td align="center">Variável Endógena</td>
<td align="center">Variável Exógena</td>
</tr>
<tr class="odd">
<td align="center">Saída</td>
<td align="center">Entrada</td>
</tr>
<tr class="even">
<td align="center">Variável Controlada</td>
<td align="center">Variável de Controle</td>
</tr>
</tbody>
</table>
<div id="exemplificando" class="section level3">
<h3>Exemplificando</h3>
<div id="httpsperiodicos.ufpb.brojs2index.phprecfinarticleview4175722596" class="section level5">
<h5><a href="https://periodicos.ufpb.br/ojs2/index.php/recfin/article/view/41757/22596" class="uri">https://periodicos.ufpb.br/ojs2/index.php/recfin/article/view/41757/22596</a></h5>
<blockquote>
<p>INFLUÊNCIA DA ESTRUTURA DE AUDITORIA, CONSELHO DE ADMINISTRAÇÃO E
QUALIDADE DA INFORMAÇÃO CONTÁBIL NO ÍNDICE MARKET TO BOOK VALUE DE
EMPRESAS BRASILEIRAS LISTADAS NA B3</p>
</blockquote>
<p><em>Objetivo do estudo:</em> verificar a influência da estrutura de
auditoria, conselho de administração e qualidade da informação contábil
no índice Market to Book Value de empresas brasileiras listadas na
B3.</p>
<p><strong>𝑀𝑇𝐵 = 𝛽<sub>0</sub> + 𝛽<sub>1</sub>𝑅𝑒𝑝𝐴𝑢𝑑 +
𝛽<sub>2</sub>𝐶𝑜𝑚𝐴𝑢𝑑 + 𝛽<sub>3</sub>𝐻𝐴𝑢𝑑 + 𝛽<sub>4</sub>𝐻𝑁𝐴𝑢𝑑 +
𝛽<sub>5</sub>𝑇𝑎𝑚𝐶𝐴 + 𝛽<sub>6</sub>𝐺𝑒𝑛𝐶𝐴 + 𝛽<sub>7</sub>𝐷𝑢𝑎𝑙𝐷 +
𝛽<sub>8</sub>𝑅𝑒𝑢𝑛𝐶𝐴 + 𝛽<sub>9</sub>𝐸𝑥𝑝𝐶𝐴 + 𝛽<sub>10</sub>𝑄𝑢𝐼𝐶 +
𝜺</strong></p>
</div>
<div id="httpswww.repec.org.brrepecarticleview24321576" class="section level5">
<h5><a href="https://www.repec.org.br/repec/article/view/2432/1576" class="uri">https://www.repec.org.br/repec/article/view/2432/1576</a></h5>
<blockquote>
<p>Os Principais Assuntos de Auditoria Importam? Uma análise de sua
associação com o Gerenciamento de Resultados</p>
</blockquote>
<p><em>Objetivo do estudo:</em> analisar a relação entre os Principais
Assuntos de Auditoria (PAAs) reportados e a prática de gerenciamento de
resultados das empresas brasileiras.</p>
<p><img 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/></p>
</div>
</div>
</div>
</div>
<div id="natureza-dos-dados" class="section level1">
<h1>Natureza dos Dados</h1>
<p><img 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" /></p>
</div>
<div id="regressão-linear" class="section level1">
<h1>Regressão Linear</h1>
<p>Estuda a relação entre a variável dependente e uma ou várias
variáveis independentes.</p>
<p><img src="data:image/png;base64,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" /></p>
<p>A relação é representada por meio de um modelo matemático, ou seja,
por uma equação que associa a variável dependente com a/as variáveis
independentes.</p>
<pre><code>Modelo é linear nos parâmetros. Não há log ou expoentes nos betas.</code></pre>
<p><strong>Linearidade</strong></p>
<p>A primeira suposição é que a relação entre a variável dependente e as
independentes é linear.</p>
<p><img src="data:image/png;base64,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" width="560" /></p>
<p>O modelo de regressão é linear nos parâmetros, embora possa não ser
linear nas variáveis - α e β são lineares e não porque Y é função linear
do X.</p>
<p><img 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" width="558" /></p>
<div id="o-que-é-regressão-linear-simples" class="section level2">
<h2>O que é regressão linear SIMPLES?</h2>
<p>Tentativa de estabelecer uma equação matemática linear (linha reta)
que descreva o relacionamento entre uma variável dependente e uma
independente.</p>
<p>A equação representativa do modelo de regressão linear simples é dada
por:</p>
<p><img src="data:image/png;base64,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" /></p>
<p><sup>Fonte: <a href="https://www.alura.com.br/artigos/desvendando-a-regressao-linear" class="uri">https://www.alura.com.br/artigos/desvendando-a-regressao-linear</a></sup></p>
<p>Onde a variável Y é a variável dependente; X é a regressora ou
variável explicativa ou variável independente; β são parâmetros
desconhecidos a serem estimados; e εᵢ é o erro de variabilidade
existente em Y e que não é explicada por X.</p>
<p><img 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8GjEn0Valo99vV9CR2ym2XjRyX6qbdNqztFh+xG2RBSiR7a6XPT6k7RIbtJNohUom9C6/u+NK3u1OPP+eDTIbsRNo5UoldCTasTW99PfYUO2c2xoaQSPTKQptWd4qB+c2wwqURfbA6naXWndFCfDtlHZ+NJJXohtL7vadPqTuUH9emQfXQ2pFSiB6qbVqe9vi+hQ3ZDbFCpxLoNsml1p+iQ3RAbVyqxVhtnqtf3vW9a3Sk6ZDfDhpZKrNFu5fp+GE2rO0WH7EbY6FKJdQk1rWZ9X+E7Pvcc1D8aG18qsRbBptWs76v92Aefg/pHYkNMJdZgdxxNqzuVH9SnmcZR2ChTia6F1vcDbFrdJR3Up0P2Edg4U4lOhZpWXxxP04u26KA+HbJXZ0NNJTo0uqbVnaJD9lHZaFOJrmyNsWl1p+iQfUQ23lSiE6H1/eCbVneKDtlHY0NOJTpQ3bSa9X1tdMg+Eht1KtG2sTet7tRvffA5qL8aG3cq0aoEmlZ36ok/+uD/SjdRiw09lWhR9fp+bE2rO6WD+nTIXoWNPpVoS6hpNev7I9FBfTpkr8DGn0q0Iti0mvX9Uf3Q554O2SuwIagSLTiVWtPqTtEhe1U2ClWiaaH1/aibVneKDtkrsnGoEo0KNa0+n2LTi7bQIXtFNhRVokGhptWs75ulDtkc1K/JRqNKNGU77abVnfoWB/VXYeNRJRoRWt8n1LS6U9/3uadDdj02JFWiAdVNq/cv7+jraFx+UJ8O2bXYqFSJo6Jp9VrkB/XpkF2HjUuVOBKaVq+LDurTIbsGG5oqcQTV6/t0m1Z3ig7ZtdnoVIlVhZpWs77vCB2y67LxqRIrCTatZn3fHXXI5qB+LBuiKlEfTat7Iu+QzUH9WDZKVaKu0PqeptXd+7UPPh2yI9k4VYlatkLre5perMPjz/ng0yE7jg1VlYgXalrN+n5tdFCfDtlRbLSqRKwTNK3uIR3Up0N2DBuwKhFl6zxNq/uJDtnxbMiqxHKBptW3aFrdB3TIjmajViWWCTStZn3fF3mHbA7qL2cDVyUWoml1/6lDNgf1l7KhqxJhgfU9Tat7hg7ZkWz0qkRIqGk16/ve+TodsqPYAFaJSsGm1azv+yg/qE+H7CVsCKvEYTStHhwd1KdD9kI2ilViXmh9T9PqPssP6tMheyEbyCoxYzu0vqfpRb89Tofs5Wwoq8RUqGk16/sBUIdsDuovYKNZJSZoWj1s6pDNQf0wG9Aq4W1fpGn10NEhexkb0ioRXt/TtHpYfuRzT4fsIBvVKhFoWs36fnh+6YNPh+wQG9gqE0fT6lHJD+rTITvAhrbKlB0/e92nfA5NqwdLB/XpkF3NRrfKdNG0eoR0UJ8O2ZVsgKtMVKBpNev7oaND9gI2xFWmiKbVI6YO2RzUr2CjXGV6Qut7mlaPQ94h+3muu3WYDXSVidmpXt9fpandeNAhO8SGusqUhJpWs74fFTpkh9hoV5kOmlan4msv+ODTIXueDXiVidihaXVCdFCfDtlzbMirTEFofU/T6rHSQX06ZM+yUa9y9EJNq1nfj1l+UJ8O2bNs4KscOZpWJyrvkM1B/Rk29FWO2SZNq5NFh+wKNvpVjlZofU/T6jTQIfswC4DKkapuWs36PiF0yD7EIqByjGhaDed7Pvd0yJ6yFKgcnY0z1et7mlYn5yc++HTILlgQVI7MbuX6nqbVacoP6tMhe8KyoHJMQk2rWd8nioP6sywNKkcj2LSa9X26OKg/wwKhciR2aVqNCuqQzUF9zzKhcgxC63uaVoMO2SWWCpWDF2pafZGmF3DokD1lwVA5cDStxhJ0yC5YNlQO2RZNq7HU47/zwadD9jhyH1rf07Qas57ID+rTIXsEua9uWs36HhV0UJ8O2ZYRlUNE02rUwkH9nKVE5eDQtBq16aB+6s00LCgqB6Z6fU/TaixGh2xjWVE5JKGm1azvsQwdsh1Li8rBCDatZn2P5eiQ7VhgVA7EKZpW40jokD243IfW9zStRryn6JBtqVHZe6Gm1ec3j31J3zLvUbO0Vwzcj3zuX0r42J4FR2XPhZpW2/r+B3/+Zv5N85TXpmivKMsbU6Ajv9LDfjSWHZV9tr2oafVj//j663+qnvGV16ZoryjTeERH9LAfjaVHZW+F1vdqWv3Vf3vdecbX85TXpmivKGtoJHbriV8NdJGfTO6rm1bvX97R17/6Z4v966//VLdnKK9N0V5RNsjcD1YauY9pWv3Pee5f/7ZulymvTdFeUUbuu5RA7iObVj/23/Pc//uXtaFEeW2K9ooyct+l0ee+en1f1bR6stL/b7pdorw2RXtFGbnv0rhzH2paXV7fT303z33FS3zltSnaK8rIfZdGnPtg0+rZ9X3JL/Lc/+VJ3S4or03RXlFG7rs01tyv1LR68hL/0Jt5ymtTtFeUkfsujTP3ofX9sqbVX/33PPjf1e0J5bUp2ivKyH2XRpj7rdD6PqLphV7i/+Ex3RbltSnaK8rIfZfGlvtQ0+qF6/uSf82D/3e6KcprU7RXlJH7Lo0r9yeO3LT6yTz3f559E195bYr2ijJy36UR5X7rfBNNq3VM/xe6mVNem6K9oozcd2ksuQ80rb5Vu2n1l3X2zsx7ecprU7RXlJH7Lo0j94Gm1TXW91N/l+d+5r085bUp2ivKyH2XRpD7hptWP/aHPPjlCV95Dfrozfv3Xr7/4GPdXEZ7RRm579LQcx9Y3x+labXeyyu/wldeA/72srvH+6+6/3vzC21aTHtFGbnv0rBzH2pavcr6fio/a+8vpffwlddqH9zJ7n7k/vvJK1n2Tr5pCe0VZeS+SwPOfbBp9Wrr+ylN+KX38JXXSh9m2d18gX/g7v1TXy2hvaKM3HdpqLlvs2n1Y/nZuv+mm47yWuXTu1n2N9V3sswm/qW0V5SR+y4NM/eh9X1DTav/wee+dOUd5bXKm+5VvcpH97LsocqFtFeU9TL3W7vnLlw4tdtRW4UO722Aud8Ore8be7y+nOf+X3RzUe4/dvc8OYz/has/VL2Q9oqyHub+5OSa6/sXjvraMUKn9za03IeaVjexvp96xuf+L8XJusprhQdZ9obKR39zP8hkyb+Q9oqyZSOxuG7SnjYcK87JbmiZN2fDcnjz8ukL9omPm21Hsca9Ta8glV8UtvhEyhl/M8qwct9V02od2ft73Qzn/gv36v591bbkf1XlYtorypaNxNPqYjp9ss/lzRBunW1lYbzl7u92/sbQOXcvV33Vmjr3dkqPxM3z+S9+Ov/86e1LNf42DSj32xe7a1r9J5/74sie8npY+RC+TfdRh/XIfZWlI3HTP/3P6pY5bRtuttO+eMOtKxXEY8csaO0sKqTevR3PX+gWp6D7x6H451GGkvvQ+r6lptV/73P/+mShr7we9jDLXlb5+ctZ9pbqJbRXlC0fiWfsGb+oG8ZmxpZif+yS23dxGcaL7sY51TWc2dsrXpQsVvPeTrnvyK7rRn7zdr2/S8PIfaBpdePr+8JX89z/QDeV18Ney7K38+pv97LsvbxcSntF2fKRuGEv8q7ohtlzw72lIXDC3dU11flfnMuqa7jg/pnKxWrfm034N1TnL/irLxUbNIDcr6Vpdb7Q/2fdUl4P+eJOlv3Vio/fchN/3CLf0V5RFjESbXyXJtAdd7PGoaxa7K6mf1IswOU/OJGic1/73uxbbk/G/667UV4Gxeh77o+f1UGMWda0ulV595w/6Zbyeoi9pHcv7992/3njw7hz8432irKIkWgTYTHaj224kXFJddPsT8p0HX3sirt5QXUNsbmvf2/b7lsmxwDsuMfTeRmv37lf1LS6XTqi/1/yW8rrIe9n2V33n1fdf6LeuJd8p5gRMRK37NkvXse618TPtrXks3FXeoltC85ah81ysblf4d7saJdeC7hXO3u1H4ce5z7QtLrd9f3El/Lc6xx95fWQycl6n73rlvmxn8Il95ViRqKt/SYr2lNZdqulY3r5qQHTK7bYcbPSfBwtNvcr3NtZ9023fHVx2dv9lfqa+yVNq9vnu2JPrr6hvB7ycnFi7kHx6ZwI+U4xI2Yk2pFuRWLLhaW1t9bsFfNN1fmbbNmyS7BXicz9Kve2acc47fd3fyX2615Tyuln7kPr+0nT6g7k5+j/Ob+hvM771P1Q/6HavcaPO2nHyXeKGTEj0RKS+b/8lo4VXnFHssBODx3Ym2zl0waiReZ+pXuzk/TcQn/b5X+FVyB9zP1O9fr+as13Ko7o2z73+myO8jrvI/djfa76P1xdOkl34fm6fp+YFTUSbUXsD+G7rLR4Bt3MmTMWy+srnaYbmfuV7s3O1bnlz+BZ4cSC/uU+1LS6s/X9xGN/8bn/r/6G8jrvnelZO37u/0D1o4PXMlWV/D4xK2ok2jrQ3uJyE3/Ui9pLe4uElo8b7l4m7xts2cR6ZbVDSnG5X+3e/MkMu+7bV3tLo1+5j29a3b78qjv/4Gvldd6rWfZApf9gnl7rf/qmq/Oymt8nZkWNRHsnb9+/dRV3wk7lRdgKoeMD9nLCnyewsWvvqV1f9ThCXO5XvDf7Xrf8mZ7uU0uPcr9Tq2l16/7F5z7/LK7yOsfO2ik+lPNX96P68/U+d6sAx28M8PvErKiRuGkP7Y7F+ay2LLZa7s+7r9k0arPQahdlzsXlfsV788c6shsrvQDpT+5D6/tw0+q2/dTnPv9ojvI6xz6UU7yOf9fd+ND9LXjvbvbmW67W5kp+n5gVNxLtYPcFl6fIs+fOXFgk9DagJdCOqNs8FHwxECEu96vemx0F21/1ncxe5D7UtHot6/uJH/jc5wf0ldc572fZneIkPVvbf/bo0Wd33vjEX4BDmyv5fWJW3Ei0KN1080Gr53BYAn2gTlxwr6KvrnyWQFzuV703W+hP3/6rqQe5X7Vpdcu+6XP/+pesVl7nlD9v/9k9XYDDfyrX/fj2nxC/f8yKG4n2CZZD09zO7m6T7/DaaYH7qrfdMrTOR/5mFhj2KkNlrmpHq97brh3Yq3qpEvVorDv3m0doWt0uXWzLt89QXue4qBeH9ewU/QPV5H4VkSPRzxFzU4Jb8dY+QX0BO3hYvEm44+J1M351Uf+Awor3ZuctORWf24t6NNaa+9D6PrZpdbvyN/K+a6XyOsveubuni248dLU+kGvcLVWV/O4xK3IkWrDm3rm3GXOlN7EDLrv9Tc8Jslvxe6+f+9Xuzd6490f0D/2RiHs01pj76qbVa1/fF/Izdf21tpTXWR/aT3vvQ3tR/8BVb5c+j+duqqrkd49ZNeb7uWFtM2aT63w7j2Z6WN1OkJl+1H3j7JWb2e1rweXozAkD9il5lbmqn3LRvTm7e1Wv4Tfc35dL/sjeoXe74h6NdeW+mabVrcovrvmPViqvs97Jslfu6+fOXp75PJ7boKqS3z1mxY1E/wHUuWF91iWqweN8x+0upsPQPiR7W/Wx4y5v+/aeQtQJfDHH9Rbdm/t1r879GRC3LHC/si0ODp21GPdorCX3G2eq1/e1m1a3Kv8Ivr/0hvI669Use/fRZx88fHD/wcPJWfrifhlVlfzuMStuJNpsNv0I/lKrvI9nb4yXsub/0ug7t274y9htWhojDr/F5H7BvR3btGCXrzQycS7Lbm7m//b2ahPlGnK/W7m+P8r5Ee1Yknt7sy50hR33JVWV/O4xK24k1vyMTP2X23laS6cH+PNj8iTalT78+ULH3Qo74kS5mNyH7+24va3nHM79KRcXf7qirZnjTmCa13XuQ02re7S+n1iSeztrZ/KhnHnuS6oq+d1jVtxItFfDNc5IXyX3dh5N6QiCrTA0tt00q6nZXoYvn/Bjch+8t7O3sv3L51z0D+XeDvrn1xezzyVXLAcidJr7YNPqXq3vJ5bk/j338l7lIe6XUlXJ7x6zokai/zTKzKEsO1xWfoE8a5XP5dhqtHTyv621lfYbxd8c+zmWX9IuJvfBe7ueXXa/1bOHg73pZk79GP5shvLfH/utwo9GSYe5322laXV7luT+zQWXzXa/l6pKfveYFTUSDw304/6iqyuftlbBH1krHUGw9Wn+Lrm99p682eTWHfnlbhaJyH343k74v0ouxXO5tysPFK907NvPq3biH42uch9a3x+5aXV7luT+bhZuhud+M1WV/O4xK2ok2hXzJye3iV2WKvJs/Si20i5d5sp2rwnZvjL5m2MfCF46dCNyH7633OHcu3u+Xfzlsx+jdFQw/tHoJPehptUXl79EWqPFuf/E/QKhC2t97r4Weulv/O4xK2ok2qvhucN6TZ+1Y2fDlM53swMKSp4dU5x8TMwivfTVaUTuw/eWO5R7+/Te9OLhdmvmejuxj0YHuW+5aXVrFuf+w/xSulU+ttN43pq0z6rgd49ZMSPRv7yfm/9s6b/8PJV4Fr3pStmfE6fpyWWwGOR2XculAzgi9+F7y83n3tYHpXP0/Pqg/BZ+7KPRdu63Wm9a3ZrFuX+71Ai3zM7YnQg1w/e7x6yYkWjL/Pn53m0rnehyZP48msklb45bEG9PjiOWc2/5W3phiOW5X3Bvubnc292WN9g9zAQ99tFoNfeh9X2zTavbsjj3Hx8cfKJyxqcHU6Ep3+8esyJG4hm/cJxrAOnCMrcCOBI/g9o5ZKd3T/pGrLeKl9vzuV/aq2d57hfcW24m98fzmN8ucn7a/okL1DT4sY9Gi7mvblrd//X9xL/63P/CSuW1KX73mLV0JNp16KQ8hNx6sm6TqEUsWlemnwzfvzi98EsL8/2Ce8vN5L6YRXXP06tOF38tYh+NtnLfZdPqlvzB5953zlBem+J3j1nLc79bKA0iu/JWk5/ksnC7BcXpCxf29q5cmBmuFjOVPvcNvL5fcG+5mdyf0K+/q3cSdnRz+oBEPxqt5L7jptUtWfY53NX53WPWiiPRVspNvhdsc29gf3Y8fzKC7UjD0tG8vA/2gnvLzeR+uehHo4XcV6/vW2xa3Y7l191Ymd8/Zq04El0Ymz5rJ9SkyqbvSdaXT+UxFt1brmbuox+NpnMfalo9oPW9LL/O1sr8/jFrxZHoVpZNnrVj789VXMPGs7X9ZPJyAVt+vt5Si+4tVzP30Y9Go7kPNq0e1Ppell9Xc2V+n5i12ki0d/SbPmsndJzeZufJp9/cQD/0yff6Ft1brl7u4x+NBnN/anp4saSLptWtWH4d7ZX5fWLWaiPRstjkWTt2tknwPDwXdp1bZ++7L30bb7mF9+bVy338o9Fg7qt007S6Ffnb92qIi9atNhLtQJYbYjtPNzPOLM9z5/+XuGW5To0/7Zb5R7/HxffmuYX74gMAM+IfjTZzf+P82ppeNCDvk+XfvkcHVhuJ9kH47WMn91fpBV3BghNev2/sa/a16240MN0vvjdj7a6nn8JZKv7RaC33g13fi/pi+rfv0YHVRqKdj75/PdtvaK1vF7Iofa513o7L+7Uzu9bbqcbFP4IW3tvG7u7Z/CD5rQtni7fsF4t/NFrKfcdNq1sw0wcb7VtxJPqDSs82tbB0L6cXno6zpQPX+w3M9kvuzT5ZVxJ3lmv0o9FG7m903rS6Bflhvb88ppto26oj8dzVi81dueXa3rKL0e6cvbJ3uaF3pRfeW+n0RBN5blLso9F47vcvN3l4dX3yl/cc1utMQyMRURrO/bqaVjfuSz72vLzvDrnvUpO5X2PT6sZ9N8+9P0sXXSD3XWos9/9/jr7gaVNBmz1tKmizp00Fbfa0qaDNnjYVtNnTpoI2e9pk/reP/Z/0BUfbC9rsaVNBmz1tKmizp00Fbfa0qaDNnjYVtHnYyH2XyH2JNpn/6XPvL7qR0/aCNnvaVNBmT5sK2uxpU0GbPW0qaLOnTQVtHjZy3yVyX6JNzv/zsX/9B/qCoy8UtNnTpoI2e9pU0GZPmwra7GlTQZs9bSpo87CR+y6R+xJtcv7v//lf/8Pl/qv6gqMvFLTZ06aCNnvaVNBmT5sK2uxpU0GbPW0qaPOwkfsuNZb71T6O/GSPD5x986elZT7apmsSoiN62I9m1dw/wxvkyD2n8YhOPK+H/WhWzP2TvFMGDNeKuX+GM+KA4Vot9266Z8IHBmu13LvpngkfGKyVcu+neyZ8YKhWyr2f7pnwgaFaJfea7pnwgYFaJfea7pnwgYFaIffFdM+EDwzTCrkvpnsmfGCY6ue+NN0z4QODVD/3pemeCR8YpNq5n5numfCBIaqd+5npngkfGKK6uZ+b7pnwgQGqm/u56Z4JHxigmrk/NN0z4QPDUzP3h6Z7JnxgeOrlvmK6Z8IHBqde7iumeyZ8YHBq5b5yumfCB4amVu4rp3smfGBo6uQ+MN0z4QMDUyf3gemeCR8YmBq5D073TPjAsNTIfXC6Z8IHhiU+9wumeyZ8YFDic79gumfCBwYlPvdledh1A8DAkHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0kHsgPeQeSA+5B9JD7oH0HM79o4ZptwB6g9wD6SH3QHrIPZAecg+kh9wD6SH3QHrIPZAecg+kh9wD6SH3QHrIPZAecg+kh9wD6SH3QHrIPZAecg+kh9wD6amf+08fPnzj3Yd/063ltFsAvVE39x+/af/CefVAW5bRbgH0hkVYpSiu1f56J7v73sePPns3y+58om1LaLcAeqNe7t/Psrsf++qtLHvFF0tptwB6o1buP7mT3clj/+g/3L/7PC+X0G4B9Eat3L+aZe+o/NT9u7hX+NotgN6ok3s3x9/5TPWB+3dxx/S1WwC9USf3b2bZ2yoffeD+Het8YJhq5P5z960fqX70Wpa9qXIJ7RZAb9TI/YdumT+Z4u2wno7wLaPdAuiNGrl/kGX3VR7cKS35l9BuAfRGjdy7rL+XVx/fnR7YX0q7BdAb8bn/2H2nP4L/xft3s7vv+20xtFsAvRGf+/fdy/svHj16+Ma97N67k7fzImi3AHojPvdvZdlr+fk6r8a9gSfaLYDeiM/9y/lr+o8/eCW7+zDfFEW7BdAb0bm3d+//6qsvHmTZA7fij6TdAuiN6Nx/5L7x07z8/F6WcVwPGK7o3L+bZfdUPnrH1dETvnYLoDeic3+/dGKunZyvs/U+f//By/ffLU7fraDdAuiN6NxPz9rJc59H/dNXs3sPXsmyt/ytStotgN6Izb2dtVN83t6t8/Pcf3LPJ/69RcHXbgH0Rmzu33ffV7ykf8Pd8Kfuva3X+a8t+JSOdgugN2Jz/yDLXlX56NE9fTLvszs6Td/9VQier6/dAuiN2Ny/XPoA3mfu3zyw4t0s+9Bvca8C7oYO8Gu3AHojMvcW9eIkPbuEvl/mu/W+LqZ9t3hz/xDtFkBvRObeztrxU7zzoavf9dUrRdrdciB0lU3tFkBvRObejuBn79hr+i/ec5VO03WzvD6Y92rpElxztFsAvRGZ+/vuBbz73/379+2Ynk7StVP288q+nr/SP0y7BdAbcbn/4k6WffDpw/tuWn/l/geTj+Hai34dzSP3wIDE5d7O2ql4g95t1et7l3te3wNDEZd764unsuzl4nj+a0V1iHYLoDficv+g+mr5Lu2a5d1fgNBFeLRbAL0Rl3sX6+JDOSXuz0F+iM+9/i8+pDtPuwXQG1G5DzXB/GiyDDio/rvgabcAeiMq9y7fdindw+5l9/zy/u1pw8xDtFsAvRGV+3f8pXQrvJ9P+O7vQrh7jnYLoDeicv9a8ON2Lvgvv32/dO7+YdotgN6Iyv17Dx+GPl7/0TuvZa+9w3W2gCGJyv2RaLcAeoPcA+kh90B6yD2QHnIPpIfcA+kh9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/></p>
<p><sup>Fonte: <a href="https://www.alura.com.br/artigos/desvendando-a-regressao-linear" class="uri">https://www.alura.com.br/artigos/desvendando-a-regressao-linear</a></sup></p>
</div>
<div id="o-que-é-regressão-linear-múltipla" class="section level2">
<h2>O que é regressão linear MÚLTIPLA?</h2>
<p>Tentativa de estabelecer uma equação matemática linear (linha reta)
que descreva o relacionamento entre uma variável dependente e duas ou
mais variáveis independentes.</p>
<p><img src="data:image/jpeg;base64,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" /></p>
<p><sup>Fonte: <a href="https://www.alura.com.br/artigos/desvendando-a-regressao-linear" class="uri">https://www.alura.com.br/artigos/desvendando-a-regressao-linear</a></sup></p>
<p>Onde a variável Y é a variável dependente; X<sub>1</sub> ,
X<sub>2.</sub>,..., X<sub>n</sub>  são as regressoras ou variáveis
explicativas ou variáveis independentes para a i-ésima observação de
p-regressores; β são parâmetros desconhecidos a serem estimados; e εᵢ é
o erro de variabilidade existente em Y e que não é explicada por X.</p>
<p><strong><em>Interações</em></strong></p>
<p>Podem existir interações entre as variáveis, tornando o modelo mais
complexo:</p>
<p><strong>𝐴𝑄<sub>𝑖𝑡</sub> = 𝛽<sub>0</sub> +
𝐷<sub>1</sub>𝑃𝑂𝑆𝑇<sub>𝑡</sub> + 𝐷<sub>2</sub>𝐸𝑚𝑒𝑟𝑔<sub>𝑖</sub> +
𝐷<sub>3</sub>𝑃𝑂𝑆𝑇<sub>𝑡</sub>∗𝐸𝑚𝑒𝑟𝑔<sub>𝑖</sub> +
Σ𝛽<sub>𝑘</sub>𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑠<sub>𝑖𝑡</sub> + 𝜀<sub>𝑖𝑡</sub></strong></p>
<p>Neste caso, <strong>𝑃𝑂𝑆𝑇<sub>𝑡</sub>∗𝐸𝑚𝑒𝑟𝑔<sub>𝑖</sub> ,</strong>
X<sub>1*</sub>X<sub>2</sub>, representa a interação existente entre as
variáveis X<sub>1</sub> e X<sub>2</sub>. Se a interação existir e for
significativa, o efeito de X<sub>1</sub> na resposta média depende do
nível X<sub>2</sub> e vice-versa.</p>
</div>
<div id="método-dos-mínimos-quadrados-ordinários-mqo-ou-ordinary-least-squares-ols" class="section level2">
<h2>Método dos Mínimos Quadrados Ordinários (MQO) ou Ordinary Least
Squares (OLS)</h2>
<p>Atribuído a Carl Friedrich Gauss, consiste na obtenção dos
estimadores dos coeficientes de regressão β<sub>0</sub> e β<sub>1</sub>,
minimizando os resíduos do modelo de regressão linear.</p>
<p><img src="data:image/png;base64,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" /></p>
<p><sup>Fonte: <a href="https://www.alura.com.br/artigos/desvendando-a-regressao-linear" class="uri">https://www.alura.com.br/artigos/desvendando-a-regressao-linear</a></sup></p>
<p>O método propõe encontrar os valores de β<sub>0</sub> e β<sub>1</sub>
para os quais a soma dos quadrados dos resíduos (SQE) é mínima.</p>
</div>
<div id="como-operacionalizar-no-r" class="section level2">
<h2>Como operacionalizar no R?</h2>
<blockquote>
<p>Key Audit Matters and Audit Quality: Evidence on Emerging and
Developed Markets</p>
</blockquote>
<p><em>Objetivo do estudo:</em> to analyze the effect of adopting Key
Audit Matters on Audit Quality in both emerging and developed
markets.</p>
<p><strong>𝐴𝑄<sub>𝑖𝑡</sub> = 𝛽<sub>0</sub> +
𝐷<sub>1</sub>𝑃𝑂𝑆𝑇<sub>𝑡</sub> + 𝐷<sub>2</sub>𝐸𝑚𝑒𝑟𝑔<sub>𝑖</sub> +
𝐷<sub>3</sub>𝑃𝑂𝑆𝑇<sub>𝑡</sub>∗𝐸𝑚𝑒𝑟𝑔<sub>𝑖</sub> +
Σ𝛽<sub>𝑘</sub>𝐶𝑜𝑛𝑡𝑟𝑜𝑙𝑠<sub>𝑖𝑡</sub> + 𝜀<sub>𝑖𝑡</sub></strong></p>
<div id="instalar-e-carregar-pacotes" class="section level3">
<h3>Instalar e carregar pacotes</h3>
<pre class="r"><code>pacotes &lt;- c(&quot;AER&quot;,&quot;base&quot;, &quot;basictabler&quot;, &quot;bibtex&quot;,&quot;BiocManager&quot;, &quot;bookdown&quot;,&quot;caper&quot;, &quot;car&quot;,&quot;caret&quot;, &quot;conflicted&quot;,&quot;correlation&quot;,&quot;corrplot&quot;,&quot;cowplot&quot;,&quot;DescTools&quot;,&quot;distill&quot;,&quot;dplyr&quot;,&quot;encrptr&quot;,&quot;factoextra&quot;,&quot;FactoMineR&quot;, &quot;faraway&quot;,&quot;fastDummies&quot;,&quot;flextable&quot;,&quot;foreign&quot;,&quot;gdata&quot;, &quot;ggrepel&quot;,&quot;ggtree&quot;,     &quot;ggplot2&quot;,&quot;ggpubr&quot;,&quot;graphics&quot;, &quot;grid&quot;,&quot;gridExtra&quot;,&quot;gtsummary&quot;,&quot;Hmisc&quot;,&quot;httr2&quot;,&quot;jsmodule&quot;, &quot;jtools&quot;,&quot;knitr&quot;,&quot;kableExtra&quot;,&quot;knitLatex&quot;,&quot;lmtest&quot;, &quot;lubridate&quot;,&quot;magick&quot;,&quot;margins&quot;, &quot;marginaleffects&quot;, &quot;MASS&quot;, &quot;MatchIt&quot;,&quot;mfx&quot;,&quot;mgcv&quot;,&quot;minqa&quot;,&quot;modelr&quot; ,&quot;mgcv&quot;,&quot;nnet&quot;,&quot;nortest&quot;,&quot;OddsPlotty&quot;,&quot;papaja&quot;, &quot;pandoc&quot;,&quot;palmerpenguins&quot;,&quot;performance&quot;, &quot;pglm&quot;,&quot;plm&quot;,&quot;plotly&quot;,&quot;plotly&quot;, &quot;pROC&quot;,&quot;pscl&quot;,&quot;psych&quot;,&quot;rddtools&quot;,&quot;readr&quot;, &quot;regclass&quot;,&quot;rJava&quot;, &quot;readxl&quot;,&quot;RefManageR&quot;, &quot;remotes&quot;, &quot;reshape2&quot;, &quot;repos&quot;, &quot;report&quot;,&quot;ReporteRs&quot;,&quot;reshape2&quot;,&quot;rgl&quot;,&quot;rlang&quot;,&quot;rmarkdown&quot;,&quot;Rmisc&quot;,&quot;ROCR&quot;,&quot;RSelenium&quot;, &quot;scales&quot;,&quot;sjlabelled&quot;, &quot;stargazer&quot;,&quot;stats&quot;,&quot;stringr&quot;, &quot;stringi&quot;,&quot;texreg&quot;,&quot;tidyr&quot;,&quot;tidyverse&quot;, &quot;tinytex&quot;,&quot;tseries&quot;,&quot;truncnorm&quot;, &quot;visreg&quot;,&quot;viridis&quot;, &quot;xfun&quot;,&quot;xlsx&quot;,&quot;xtable&quot;,&quot;wesanderson&quot;, &quot;writexl&quot;,&quot;vdr&quot;)</code></pre>
<pre class="r"><code>options(repos = &quot;https://cran.rstudio.com/&quot;)
if(sum(as.numeric(!pacotes %in% installed.packages())) != 0){
  instalador &lt;- pacotes[!pacotes %in% installed.packages()]
  for(i in 1:length(instalador)) {
    install.packages(instalador, dependencies = T)
    break()}
  sapply(pacotes, require, character = T)
} else {
  sapply(pacotes, require, character = T)
}</code></pre>
<pre><code>##             AER            base     basictabler          bibtex     BiocManager 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##        bookdown           caper             car           caret      conflicted 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##     correlation        corrplot         cowplot       DescTools         distill 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##           dplyr         encrptr      factoextra      FactoMineR         faraway 
##            TRUE           FALSE            TRUE            TRUE            TRUE 
##     fastDummies       flextable         foreign           gdata         ggrepel 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##          ggtree         ggplot2          ggpubr        graphics            grid 
##           FALSE            TRUE            TRUE            TRUE            TRUE 
##       gridExtra       gtsummary           Hmisc           httr2        jsmodule 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##          jtools           knitr      kableExtra       knitLatex          lmtest 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##       lubridate          magick         margins marginaleffects            MASS 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##         MatchIt             mfx            mgcv           minqa          modelr 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##            mgcv            nnet         nortest      OddsPlotty          papaja 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##          pandoc  palmerpenguins     performance            pglm             plm 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##          plotly          plotly            pROC            pscl           psych 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##        rddtools           readr        regclass           rJava          readxl 
##            TRUE            TRUE            TRUE           FALSE            TRUE 
##      RefManageR         remotes        reshape2           repos          report 
##            TRUE            TRUE            TRUE           FALSE            TRUE 
##       ReporteRs        reshape2             rgl           rlang       rmarkdown 
##           FALSE            TRUE            TRUE            TRUE            TRUE 
##           Rmisc            ROCR       RSelenium          scales      sjlabelled 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##       stargazer           stats         stringr         stringi          texreg 
##            TRUE            TRUE            TRUE            TRUE           FALSE 
##           tidyr       tidyverse         tinytex         tseries       truncnorm 
##            TRUE            TRUE            TRUE            TRUE            TRUE 
##          visreg         viridis            xfun            xlsx          xtable 
##            TRUE            TRUE            TRUE           FALSE            TRUE 
##     wesanderson         writexl             vdr 
##            TRUE            TRUE           FALSE</code></pre>
</div>
<div id="importar-base-de-dados" class="section level3">
<h3>Importar base de dados</h3>
<ul>
<li><p>Importar o “R Workspace”</p>
<ul>
<li>formato .RData</li>
<li>Item do Environment “pastinha”</li>
<li>Comando</li>
</ul></li>
</ul>
<pre class="r"><code>load(&quot;C:/Users/Usuário/OneDrive/Oficina Regressão/Base oficina regressão_GECAT.RData&quot;)</code></pre>
</div>
<div id="criar-bases-para-trabalho" class="section level3">
<h3>Criar bases para trabalho</h3>
<p>Criar uma base para cada ano</p>
<pre class="r"><code>Base_2018 &lt;- Base_GECAT %&gt;%
  dplyr::filter(Year==2018)

Base_2019 &lt;- Base_GECAT %&gt;%
  dplyr::filter(Year==2019)

Base_2020 &lt;- Base_GECAT %&gt;%
  dplyr::filter(Year==2020)</code></pre>
</div>
<div id="rodar-os-modelos" class="section level3">
<h3>Rodar os modelos</h3>
<table>
<colgroup>
<col width="54%" />
<col width="45%" />
</colgroup>
<thead>
<tr class="header">
<th>Variável</th>
<th>Tipo</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td>Qualidade da Auditoria (<strong>DA</strong> e
<strong>ACCY</strong>)</td>
<td>Variável Dependente</td>
</tr>
<tr class="even">
<td>Adoção da Norma de PAA (<strong>POST</strong>)</td>
<td>Variável Independente de Interesse</td>
</tr>
<tr class="odd">
<td>Tratamento - Países Emergentes (<strong>Emerg</strong>)</td>
<td>Variável Independente de Interesse</td>
</tr>
<tr class="even">
<td>Tamanho da Empresa (<strong>SIZE</strong>)</td>
<td>Variável Independente de Controle</td>
</tr>
<tr class="odd">
<td>ROA (<strong>ROA</strong>)</td>
<td>Variável Independente de Controle</td>
</tr>
<tr class="even">
<td>Ciclo de Vida da Empresa (<strong>LCS</strong>)</td>
<td>Variável Independente de Controle</td>
</tr>
<tr class="odd">
<td>Quantidade de Analistas (<strong>Estim</strong>)</td>
<td>Variável Independente de Controle</td>
</tr>
</tbody>
</table>
<pre><code>*Lembrando que é necessário olhar para os dados antes (outliers, distribuição, estatística descritiva, correlação)</code></pre>
<p><u>Testes para a variável dependente de Accruals Discricionários
(DA)</u></p>
<p>Regressão para apenas <strong>2018</strong></p>
<pre class="r"><code>mod_DA_2018 &lt;- lm(formula = DA_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + factor(LCS),
                  data = Base_2018)

summary(mod_DA_2018)</code></pre>
<pre><code>## 
## Call:
## lm(formula = DA_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + factor(LCS), 
##     data = Base_2018)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -4.1487 -0.3297  0.0073  0.2642  4.8929 
## 
## Coefficients: (1 not defined because of singularities)
##                         Estimate Std. Error t value Pr(&gt;|t|)   
## (Intercept)            0.7570599  0.3170431   2.388  0.01711 * 
## POST                  -0.0270518  0.1918490  -0.141  0.88789   
## Emerg                  0.1991691  0.1803637   1.104  0.26971   
## SIZE_w1               -0.0568530  0.0181764  -3.128  0.00181 **
## ROA_w1                 0.0007478  0.0004196   1.782  0.07499 . 
## factor(LCS)Decline     0.3159323  0.1549321   2.039  0.04166 * 
## factor(LCS)Growth      0.2656092  0.1223636   2.171  0.03016 * 
## factor(LCS)Mature      0.1841662  0.1148217   1.604  0.10901   
## factor(LCS)Turbulence  0.3664008  0.1550868   2.363  0.01832 * 
## POST:Emerg                    NA         NA      NA       NA   
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 1.28 on 1139 degrees of freedom
##   (1672 observations deleted due to missingness)
## Multiple R-squared:  0.01813,    Adjusted R-squared:  0.01124 
## F-statistic:  2.63 on 8 and 1139 DF,  p-value: 0.00742</code></pre>
<p>Regressão para apenas <strong>2019</strong></p>
<pre class="r"><code>mod_DA_2019 &lt;- lm(formula = DA_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + factor(LCS),
                   data = Base_2019)

summary(mod_DA_2019)</code></pre>
<pre><code>## 
## Call:
## lm(formula = DA_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + factor(LCS), 
##     data = Base_2019)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -5.4816 -0.3948  0.0287  0.3136  4.8857 
## 
## Coefficients: (1 not defined because of singularities)
##                         Estimate Std. Error t value Pr(&gt;|t|)    
## (Intercept)            0.6418944  0.3664950   1.751   0.0801 .  
## POST                   0.0666250  0.2056164   0.324   0.7460    
## Emerg                  0.1932388  0.1088769   1.775   0.0762 .  
## SIZE_w1               -0.0457905  0.0179854  -2.546   0.0110 *  
## ROA_w1                -0.0016323  0.0003795  -4.302 1.83e-05 ***
## factor(LCS)Decline    -0.1787955  0.1511425  -1.183   0.2371    
## factor(LCS)Growth     -0.1188298  0.1278572  -0.929   0.3529    
## factor(LCS)Mature     -0.0397813  0.1152569  -0.345   0.7300    
## factor(LCS)Turbulence  0.0933538  0.1564664   0.597   0.5509    
## POST:Emerg                    NA         NA      NA       NA    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 1.357 on 1202 degrees of freedom
##   (1747 observations deleted due to missingness)
## Multiple R-squared:  0.04332,    Adjusted R-squared:  0.03696 
## F-statistic: 6.804 on 8 and 1202 DF,  p-value: 9.149e-09</code></pre>
<p>Regressão para apenas <strong>2020</strong></p>
<pre class="r"><code>mod_DA_2020 &lt;- lm(formula = DA_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + factor(LCS),
                   data = Base_2020)

summary(mod_DA_2020)</code></pre>
<pre><code>## 
## Call:
## lm(formula = DA_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + factor(LCS), 
##     data = Base_2020)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -4.0758 -0.2464  0.0356  0.2823  4.6842 
## 
## Coefficients: (2 not defined because of singularities)
##                         Estimate Std. Error t value Pr(&gt;|t|)  
## (Intercept)            0.0310721  0.2381962   0.130   0.8962  
## POST                          NA         NA      NA       NA  
## Emerg                  0.1108585  0.0725341   1.528   0.1267  
## SIZE_w1               -0.0017048  0.0135387  -0.126   0.8998  
## ROA_w1                -0.0006652  0.0003886  -1.712   0.0872 .
## factor(LCS)Decline    -0.0181747  0.1079059  -0.168   0.8663  
## factor(LCS)Growth     -0.2307189  0.0933138  -2.473   0.0135 *
## factor(LCS)Mature     -0.1109398  0.0885257  -1.253   0.2104  
## factor(LCS)Turbulence -0.0873391  0.1125902  -0.776   0.4381  
## POST:Emerg                    NA         NA      NA       NA  
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 1.035 on 1286 degrees of freedom
##   (1751 observations deleted due to missingness)
## Multiple R-squared:  0.01302,    Adjusted R-squared:  0.007646 
## F-statistic: 2.423 on 7 and 1286 DF,  p-value: 0.01815</code></pre>
<p>Regressão para <strong>Dados em Painel</strong></p>
<pre class="r"><code>mod_DA_Painel &lt;- plm(formula = DA_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + factor(LCS),
                   data = Base_GECAT, 
                       index = c (&quot;Ticker&quot;,&quot;Year&quot;,&quot;Country&quot;),
                       model = &quot;pooling&quot;)

summary(mod_DA_Painel)</code></pre>
<pre><code>## Pooling Model
## 
## Call:
## plm(formula = DA_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + factor(LCS), 
##     data = Base_GECAT, model = &quot;pooling&quot;, index = c(&quot;Ticker&quot;, 
##         &quot;Year&quot;, &quot;Country&quot;))
## 
## Unbalanced Panel: n = 1435, T = 1-3, N = 3653
## 
## Residuals:
##      Min.   1st Qu.    Median   3rd Qu.      Max. 
## -4.484649 -0.307721  0.029429  0.282065  4.772273 
## 
## Coefficients:
##                          Estimate  Std. Error t-value  Pr(&gt;|t|)    
## (Intercept)            0.39641339  0.17133359  2.3137 0.0207399 *  
## POST                   0.06888191  0.05045447  1.3652 0.1722653    
## Emerg                  0.18936404  0.12587890  1.5043 0.1325818    
## SIZE_w1               -0.03208465  0.00956801 -3.3533 0.0008066 ***
## ROA_w1                -0.00067555  0.00022731 -2.9720 0.0029783 ** 
## factor(LCS)Decline     0.02948975  0.07921649  0.3723 0.7097151    
## factor(LCS)Growth     -0.02984786  0.06613492 -0.4513 0.6517874    
## factor(LCS)Mature      0.01436729  0.06153953  0.2335 0.8154139    
## factor(LCS)Turbulence  0.11646768  0.08150357  1.4290 0.1530932    
## POST:Emerg            -0.05564932  0.13556396 -0.4105 0.6814617    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Total Sum of Squares:    5612.3
## Residual Sum of Squares: 5536
## R-Squared:      0.013597
## Adj. R-Squared: 0.011161
## F-statistic: 5.57983 on 9 and 3643 DF, p-value: 1.1136e-07</code></pre>
<p><u>Testes para a variável dependente de Acurácia das Previsões de
Analistas (ACCY)</u></p>
<pre class="r"><code># Regressão para 2018
mod_ACCY_2018 &lt;- lm(formula = ACCY_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS),
                   data = Base_2018)

# Regressão para 2019
mod_ACCY_2019 &lt;- lm(formula = ACCY_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS),
                   data = Base_2019)

# Regressão para 2020
mod_ACCY_2020 &lt;- lm(formula = ACCY_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS),
                   data = Base_2020)

# Regressão para Dados em Painel
mod_ACCY_Painel &lt;- plm(formula = ACCY_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS),
                   data = Base_GECAT, 
                       index = c (&quot;Ticker&quot;,&quot;Year&quot;,&quot;Country&quot;),
                       model = &quot;pooling&quot;)

# Visualizando os resultados
summary(mod_ACCY_2018)</code></pre>
<pre><code>## 
## Call:
## lm(formula = ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + 
##     factor(LCS), data = Base_2018)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -1.17837 -0.17603 -0.10223 -0.01089  2.95013 
## 
## Coefficients: (1 not defined because of singularities)
##                         Estimate Std. Error t value Pr(&gt;|t|)    
## (Intercept)           -0.3373840  0.2642523  -1.277   0.2022    
## POST                  -0.2641967  0.1467581  -1.800   0.0724 .  
## Emerg                  0.1512209  0.1427369   1.059   0.2899    
## SIZE_w1                0.0301970  0.0147540   2.047   0.0412 *  
## ROA_w1                -0.0040288  0.0005208  -7.736  5.2e-14 ***
## Estim                 -0.0134411  0.0068655  -1.958   0.0508 .  
## factor(LCS)Decline     0.1328062  0.1473653   0.901   0.3679    
## factor(LCS)Growth     -0.0334810  0.0727138  -0.460   0.6454    
## factor(LCS)Mature     -0.0292574  0.0699603  -0.418   0.6760    
## factor(LCS)Turbulence -0.0742544  0.0942420  -0.788   0.4311    
## POST:Emerg                    NA         NA      NA       NA    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 0.4978 on 530 degrees of freedom
##   (2280 observations deleted due to missingness)
## Multiple R-squared:  0.1634, Adjusted R-squared:  0.1492 
## F-statistic:  11.5 on 9 and 530 DF,  p-value: &lt; 2.2e-16</code></pre>
<pre class="r"><code>summary(mod_ACCY_2019)</code></pre>
<pre><code>## 
## Call:
## lm(formula = ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + 
##     factor(LCS), data = Base_2019)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.83659 -0.20893 -0.15506 -0.05026  2.93629 
## 
## Coefficients: (1 not defined because of singularities)
##                         Estimate Std. Error t value Pr(&gt;|t|)    
## (Intercept)            0.1673602  0.3343690   0.501 0.616891    
## POST                  -0.0888574  0.1515675  -0.586 0.557927    
## Emerg                 -0.0786981  0.0629494  -1.250 0.211729    
## SIZE_w1                0.0099052  0.0157855   0.627 0.530580    
## ROA_w1                -0.0011882  0.0003454  -3.440 0.000623 ***
## Estim                 -0.0096494  0.0071689  -1.346 0.178818    
## factor(LCS)Decline     0.0427245  0.1057872   0.404 0.686453    
## factor(LCS)Growth     -0.0156046  0.0726209  -0.215 0.829937    
## factor(LCS)Mature     -0.0309526  0.0695039  -0.445 0.656240    
## factor(LCS)Turbulence  0.0050971  0.0948995   0.054 0.957184    
## POST:Emerg                    NA         NA      NA       NA    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 0.5462 on 591 degrees of freedom
##   (2357 observations deleted due to missingness)
## Multiple R-squared:  0.03686,    Adjusted R-squared:  0.02219 
## F-statistic: 2.513 on 9 and 591 DF,  p-value: 0.007899</code></pre>
<pre class="r"><code>summary(mod_ACCY_2020)</code></pre>
<pre><code>## 
## Call:
## lm(formula = ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + 
##     factor(LCS), data = Base_2020)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -1.55701 -0.17039 -0.10450 -0.02602  3.02014 
## 
## Coefficients: (2 not defined because of singularities)
##                         Estimate Std. Error t value Pr(&gt;|t|)    
## (Intercept)           -0.4913768  0.2544911  -1.931  0.05397 .  
## POST                          NA         NA      NA       NA    
## Emerg                 -0.0457562  0.0523046  -0.875  0.38202    
## SIZE_w1                0.0387418  0.0142757   2.714  0.00684 ** 
## ROA_w1                -0.0020059  0.0004462  -4.496 8.29e-06 ***
## Estim                 -0.0191307  0.0067197  -2.847  0.00456 ** 
## factor(LCS)Decline     0.0453531  0.0934389   0.485  0.62758    
## factor(LCS)Growth     -0.0603808  0.0653785  -0.924  0.35608    
## factor(LCS)Mature     -0.0458333  0.0647531  -0.708  0.47933    
## factor(LCS)Turbulence  0.1220838  0.0922899   1.323  0.18639    
## POST:Emerg                    NA         NA      NA       NA    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 0.4933 on 611 degrees of freedom
##   (2425 observations deleted due to missingness)
## Multiple R-squared:  0.05518,    Adjusted R-squared:  0.04281 
## F-statistic: 4.461 on 8 and 611 DF,  p-value: 2.844e-05</code></pre>
<pre class="r"><code>summary(mod_ACCY_Painel)</code></pre>
<pre><code>## Pooling Model
## 
## Call:
## plm(formula = ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + 
##     factor(LCS), data = Base_GECAT, model = &quot;pooling&quot;, index = c(&quot;Ticker&quot;, 
##     &quot;Year&quot;, &quot;Country&quot;))
## 
## Unbalanced Panel: n = 782, T = 1-3, N = 1761
## 
## Residuals:
##      Min.   1st Qu.    Median   3rd Qu.      Max. 
## -1.651872 -0.186842 -0.121726 -0.039346  2.987994 
## 
## Coefficients:
##                          Estimate  Std. Error t-value  Pr(&gt;|t|)    
## (Intercept)           -0.22435215  0.15564293 -1.4415 0.1496353    
## POST                  -0.02733564  0.03001930 -0.9106 0.3626305    
## Emerg                  0.02988691  0.10040708  0.2977 0.7660000    
## SIZE_w1                0.02640955  0.00863612  3.0580 0.0022617 ** 
## ROA_w1                -0.00202053  0.00023594 -8.5636 &lt; 2.2e-16 ***
## Estim                 -0.01458403  0.00399580 -3.6498 0.0002701 ***
## factor(LCS)Decline     0.08321375  0.06255855  1.3302 0.1836343    
## factor(LCS)Growth     -0.04544980  0.04048571 -1.1226 0.2617558    
## factor(LCS)Mature     -0.04245796  0.03925276 -1.0817 0.2795547    
## factor(LCS)Turbulence  0.01060673  0.05426190  0.1955 0.8450454    
## POST:Emerg            -0.10200150  0.10480539 -0.9732 0.3305652    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Total Sum of Squares:    497.88
## Residual Sum of Squares: 465.6
## R-Squared:      0.06484
## Adj. R-Squared: 0.059496
## F-statistic: 12.1337 on 10 and 1750 DF, p-value: &lt; 2.22e-16</code></pre>
</div>
</div>
<div id="quais-os-principais-parâmetros-e-preocupações-para-uso-da-técnica" class="section level2">
<h2>Quais os principais parâmetros e preocupações para uso da
técnica?</h2>
<p>Com relação às condições necessárias para que os estimadores sejam
BLUE (<em>Best linear unbiased estimator</em> ou Melhores Estimadores
Lineares Não Viesados), é preciso respeitar as seguintes suposições de
Gauss-Markov:</p>
<div id="distribuição-dos-resíduos" class="section level3">
<h3>#1 Distribuição dos resíduos</h3>
<pre><code>A média dos erros das variáveis seja igual a zero</code></pre>
<p>Valor médio do termo de erro é zero: não há nenhum tipo de desvio na
curva, de modo que os erros são independentes com média nula. Implica
que não existe viés de especificação ou erro de especificação no modelo
usado na análise empírica. Em outras palavras, o modelo de regressão
está especificado corretamente.</p>
<p><img src="data:image/png;base64,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" /></p>
<p>Os erros apresentam distribuição normal: não é um pressuposto
necessário para que os estimadores de MQO sejam BLUE, mas necessário
para que as inferências sejam válidas.</p>
<p><img src="data:image/png;base64,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" /></p>
</div>
<div id="multicolinearidade" class="section level3">
<h3>#2 Multicolinearidade</h3>
<pre><code>As variáveis não dependem uma da outra</code></pre>
<p><img 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" /></p>
<p>Ausência de Colinearidade e Multicolinearidade: quando as variáveis
não dependem uma da outra, devendo ter exogeneidade (não pode ter
endogeneidade: quando um aumento, o outro aumenta junto. Para corrigir
isso, existe o modelo de Hausman-Taylor).</p>
<p><img src="data:image/png;base64,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" /></p>
</div>
<div id="heterocedasticidade" class="section level3">
<h3>#3 Heterocedasticidade</h3>
<p><img 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" 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" /></p>
<pre><code>A variância do erro é constante ao longo de todas as observações</code></pre>
<p>Homocedasticidade ou variância constante: homocedastidade = igual
(homo) dispersão (cedasticidade) = variância igual</p>
<p><img src="data:image/png;base64,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" /></p>
<p><strong>Como solucionar?</strong></p>
<ul>
<li><p>Estimador aproximado de heterocedasticidade de White para a
Variância do Estimador de Mínimos Quadrados (apropriado somente para
amostras grandes)</p></li>
<li><p>Estimação via <strong><em>MÍNIMOS QUADRADOS GENERALIZADOS
(GLS)</em></strong></p></li>
</ul>
</div>
<div id="autocorrelação" class="section level3">
<h3>#4 Autocorrelação</h3>
<p><img 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" /></p>
<pre><code>A covariância entre dois erros deve ser igual a zero</code></pre>
<p>Ausência de Autocorrelação: não há autocorrelação entre os termos de
erro, de modo que a covariância entre dois erros deve ser igual a zero
(o erro independe do erro do passado). A autocorrelação é frequente em
análise de séries temporais de dados espaciais.</p>
<p><img src="data:image/png;base64,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" /></p>
</div>
</div>
<div id="qual-a-diferença-entre-mínimos-quadrados-ordinários-mqools-e-mínimos-quadrados-generalizados-gls" class="section level2">
<h2>Qual a diferença entre Mínimos Quadrados ordinários (MQO/OLS) e
Mínimos Quadrados Generalizados (GLS)?</h2>
<p>O método dos mínimos quadrados generalizados (GLS, na sigla em
inglês) é uma técnica para estimar parâmetros desconhecidos num modelo
de regressão linear.</p>
<p>O método GLS é aplicado quando a variância dos erros não é a mesma
(heteroscedasticidade), ou quando há certa correlação entre os
resíduos.</p>
<div id="como-operacionalizar-no-r-1" class="section level3">
<h3>Como operacionalizar no R</h3>
<div id="distribuição-dos-resíduos-1" class="section level4">
<h4>Distribuição dos Resíduos</h4>
<p>Anderson-Darling normality test H0: Há distribuição normal dos
resíduos - se p-value &lt; 0,05, rejeita-se a hipótese nula, logo não há
distribuição normal dos resíduos.</p>
<pre class="r"><code>ad.test(mod_ACCY_Painel$residuals)</code></pre>
<pre><code>## 
##  Anderson-Darling normality test
## 
## data:  mod_ACCY_Painel$residuals
## A = 302.99, p-value &lt; 2.2e-16</code></pre>
<pre class="r"><code>hist(mod_ACCY_Painel$residuals)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
</div>
<div id="multicolinearidade-1" class="section level4">
<h4>Multicolinearidade</h4>
<p>Um VIF entre 5 e 10 indica alta correlação, o que pode ser
problemático.</p>
<p>E se o VIF for acima de 10, você pode assumir que os coeficientes de
regressão estão mal estimados devido à multicolinearidade.</p>
<pre class="r"><code>car::vif(mod_ACCY_Painel)</code></pre>
<pre><code>##                  GVIF Df GVIF^(1/(2*Df))
## POST         1.144572  1        1.069847
## Emerg       10.740113  1        3.277211
## SIZE_w1      2.458183  1        1.567859
## ROA_w1       1.299110  1        1.139785
## Estim        1.701176  1        1.304291
## factor(LCS)  1.592453  4        1.059884
## POST:Emerg  10.941366  1        3.307774</code></pre>
</div>
<div id="heterocedasticidade-1" class="section level4">
<h4>Heterocedasticidade</h4>
<p>H0: homocedasticidade; p-value &gt; 0,05…</p>
<p>se p-valor &lt; 0,05 , rejeita-se a hipótese nula
(homocedasticidade), logo há heterocedasticidade</p>
<p>H1: Heterocedasticidade; se p valor menor que 5%</p>
<p>Solução: rodar no lugar de mínimos quadrados generalizados, o mínimos
quadrados ponderados -&gt; Solução: Método de mínimos quadrados
ponderados que é um caso particular do método de mínimos quadrados
generalizados (MQO), pode ser aplicado quando se diagnostica que a
variância dos termos de erro depende da variável explicativa (Fávero
&amp; Belfiore).</p>
<pre class="r"><code>bptest(mod_ACCY_Painel)</code></pre>
<pre><code>## 
##  studentized Breusch-Pagan test
## 
## data:  mod_ACCY_Painel
## BP = 50.32, df = 10, p-value = 2.331e-07</code></pre>
</div>
<div id="autocorrelação-1" class="section level4">
<h4>Autocorrelação</h4>
<p>H0: Ausência de autocorrelação entre os resíduos.</p>
<p>Com o p-value &lt; 0,05, podemos rejeitar a hipótese nula e concluir
que existe autocorrelação entre os resíduos</p>
<pre class="r"><code>pbgtest(mod_ACCY_Painel)</code></pre>
<pre><code>## 
##  Breusch-Godfrey/Wooldridge test for serial correlation in panel models
## 
## data:  ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS)
## chisq = 158.44, df = 1, p-value &lt; 2.2e-16
## alternative hypothesis: serial correlation in idiosyncratic errors</code></pre>
</div>
</div>
</div>
</div>
<div id="especificação-de-modelo-em-painel" class="section level1">
<h1>Especificação de Modelo em Painel</h1>
<div id="pooled" class="section level2">
<h2>Pooled</h2>
<p>Modelo de regressão considerando que o intercepto do modelo e seus
coeficientes angulares são constantes ao longo do tempo e no espaço,
sendo que o termo de erro capta a diferença no tempo e entre os
indivíduos.</p>
<p>★Este modelo agrupa/empilha todas as observações da base de dados,
ignorando a estrutura de dados em painel.</p>
<p>★Todas as observações são tratadas como não correlacionadas para os
indivíduos, com erros homocedásticos para com os indivíduos.</p>
<p>★Pode ser vista como uma forma mais simplista que desconsidera as
dimensões de tempo e espaço combinados, ao mesmo tempo que estima a
regressão pelo método dos Mínimos Quadrados Ordinários (MQO).</p>
</div>
<div id="efeitos-fixos-ef-ou-fe" class="section level2">
<h2>Efeitos Fixos (EF ou FE)</h2>
<p>Considera que os coeficientes angulares são constantes e o intercepto
varia entre os indivíduos.</p>
<p>★Também chamado de modelo Within, analisa os indivíduos entre eles
mesmos (“intra”) ao longo do tempo.</p>
<p>★Considera a relação e compara a mesma empresa em vários anos, ou
seja, se não houver dados para a empresa em todos os anos, ele
desconsidera todas as informações da empresa.</p>
<p>★É mais indicado para análises que variam ao longo do tempo.</p>
</div>
<div id="efeitos-aleatórios-ea-ou-re" class="section level2">
<h2>Efeitos Aleatórios (EA ou RE)</h2>
<p>Considera que o intercepto assume um valor médio comum entre os
indivíduos e os coeficientes angulares variam ao longo do tempo e também
entre indivíduos.</p>
<p>★Uma das grandes desvantagens de utilizarmos regressão de painel com
efeitos fixos é que não podemos incluir no lado direito da equação
variáveis explicativas que não variam no tempo (exemplo, setor econômico
da empresa)</p>
<p>★Quando os termos i não são correlacionados com os erros 𝜖𝑖,𝑡, é
possível empregar estimadores de efeitos aleatórios.</p>
<p>★Esses estimadores permitem a inclusão de variáveis explicativas que
não variem no tempo, o que pode ser muito útil em várias situações.</p>
<p>★Assim, são analisados por meio de modelo Between, considerando a
análise “entre” diferentes indivíduos ao longo do tempo.</p>
</div>
<div id="comparação-e-escolha-dos-modelos" class="section level2">
<h2>Comparação e Escolha dos Modelos</h2>
<p>Após a evidenciação dos modelos de regressão dos tipos agrupado
(pooled), de efeitos fixos e de efeitos aleatórios, é preciso efetuar os
testes para definir qual é o melhor modelo e que, por consequência,
deverá ser considerado.</p>
<p><img src="data:image/png;base64,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" /></p>
<div id="como-operacionalizar-no-r-2" class="section level3">
<h3>Como operacionalizar no R</h3>
<div id="rodando-os-modelos" class="section level4">
<h4>Rodando os modelos</h4>
<p><em>Utilizamos a função <strong>plm</strong></em></p>
<p>A função plm é mais adequada para ajustar modelos de regressão com
dados em painel, que podem incluir modelos pooled, efeitos fixos e
efeitos aleatórios.</p>
<p>A biblioteca plm (Panel Data Linear Models) no R é utilizada para
realizar regressão em dados em painel, onde você tem observações para as
mesmas unidades de análise (por exemplo, países, empresas, indivíduos)
em diferentes momentos.</p>
<p>A função plm permite ajustar modelos pooled, efeitos fixos e efeitos
aleatórios, além de outros modelos relacionados a dados em painel.</p>
<ul>
<li><p>index é o argumento que especifica a(s) unidade(s) de
análise</p></li>
<li><p>model é o argumento que especifíca o modello (Pooled, EF ou
EA)</p></li>
</ul>
<p><strong>Pooled</strong></p>
<pre class="r"><code>mod_ACCY_Pooled &lt;- plm(formula = ACCY_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS),
                   data = Base_GECAT,
                   index = c (&quot;Ticker&quot;,&quot;Year&quot;,&quot;Country&quot;),
                   model = &quot;pooling&quot;)

summary(mod_ACCY_Pooled)</code></pre>
<pre><code>## Pooling Model
## 
## Call:
## plm(formula = ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + 
##     factor(LCS), data = Base_GECAT, model = &quot;pooling&quot;, index = c(&quot;Ticker&quot;, 
##     &quot;Year&quot;, &quot;Country&quot;))
## 
## Unbalanced Panel: n = 782, T = 1-3, N = 1761
## 
## Residuals:
##      Min.   1st Qu.    Median   3rd Qu.      Max. 
## -1.651872 -0.186842 -0.121726 -0.039346  2.987994 
## 
## Coefficients:
##                          Estimate  Std. Error t-value  Pr(&gt;|t|)    
## (Intercept)           -0.22435215  0.15564293 -1.4415 0.1496353    
## POST                  -0.02733564  0.03001930 -0.9106 0.3626305    
## Emerg                  0.02988691  0.10040708  0.2977 0.7660000    
## SIZE_w1                0.02640955  0.00863612  3.0580 0.0022617 ** 
## ROA_w1                -0.00202053  0.00023594 -8.5636 &lt; 2.2e-16 ***
## Estim                 -0.01458403  0.00399580 -3.6498 0.0002701 ***
## factor(LCS)Decline     0.08321375  0.06255855  1.3302 0.1836343    
## factor(LCS)Growth     -0.04544980  0.04048571 -1.1226 0.2617558    
## factor(LCS)Mature     -0.04245796  0.03925276 -1.0817 0.2795547    
## factor(LCS)Turbulence  0.01060673  0.05426190  0.1955 0.8450454    
## POST:Emerg            -0.10200150  0.10480539 -0.9732 0.3305652    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Total Sum of Squares:    497.88
## Residual Sum of Squares: 465.6
## R-Squared:      0.06484
## Adj. R-Squared: 0.059496
## F-statistic: 12.1337 on 10 and 1750 DF, p-value: &lt; 2.22e-16</code></pre>
<p><strong>Efeitos Fixos</strong></p>
<p>O modelo “within” controla os efeitos fixos individuais;</p>
<p>O modelo “fd” estima interceptos específicos para cada grupo; e</p>
<p>O modelo “between” estima interceptos médios para cada grupo.</p>
<p>A escolha do modelo depende dos seus objetivos de pesquisa e da
estrutura dos seus dados em painel.</p>
<pre class="r"><code>mod_ACCY_EF_within &lt;- plm(formula = ACCY_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS),
                   data = Base_GECAT,
                   index = c (&quot;Ticker&quot;,&quot;Year&quot;,&quot;Country&quot;),
                   model = &quot;within&quot;)

mod_ACCY_EF_fd &lt;- plm(formula = ACCY_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS),
                   data = Base_GECAT,
                   index = c (&quot;Ticker&quot;,&quot;Year&quot;,&quot;Country&quot;),
                   model = &quot;fd&quot;)

mod_ACCY_EF_between &lt;- plm(formula = ACCY_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS),
                   data = Base_GECAT,
                   index = c (&quot;Ticker&quot;,&quot;Year&quot;,&quot;Country&quot;),
                   model = &quot;between&quot;)

export_summs(mod_ACCY_EF_within, mod_ACCY_EF_fd, mod_ACCY_EF_between)</code></pre>
<table class="huxtable" style="border-collapse: collapse; border: 0px; margin-bottom: 2em; margin-top: 2em; ; margin-left: auto; margin-right: auto;  " id="tab:unnamed-chunk-12">
<col><col><col><col><tr>
<th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Model 1</th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Model 2</th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Model 3</th></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">POST</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.01    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.01    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.29 ***</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.02)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.03)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.08)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">SIZE_w1</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.10 *  </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.12 ** </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03 *  </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">ROA_w1</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00 ***</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Estim</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.02 ***</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Decline</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.07    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.07)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Growth</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.02    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.04    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.13 *  </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Mature</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.07    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.07    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.08    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Turbulence</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.10    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.09)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">POST:Emerg</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.07    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.04    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.20    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.12)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.13)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.20)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(Intercept)</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.02    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.07    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.02)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.23)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Emerg</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.21    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.19)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">nobs</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">979       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">782       </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">r.squared</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.08    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.07    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.09    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">adj.r.squared</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.67    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.08    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">statistic</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">9.22    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">7.70    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">7.43    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">p.value</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">deviance</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">111.36    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">205.24    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">179.49    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">df.residual</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">970.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">969.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">771.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">nobs.1</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">979.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">782.00    </td></tr>
<tr>
<th colspan="4" style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"> *** p &lt; 0.001;  ** p &lt; 0.01;  * p &lt; 0.05.</th></tr>
</table>

<p><strong>Efeitos Aleatórios</strong></p>
<pre class="r"><code>mod_ACCY_EA &lt;- plm(formula = ACCY_w1 ~ POST*Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS),
                   data = Base_GECAT,
                   index = c (&quot;Ticker&quot;,&quot;Year&quot;,&quot;Country&quot;),
                   model = &quot;random&quot;)

summary(mod_ACCY_EA)</code></pre>
<pre><code>## Oneway (individual) effect Random Effect Model 
##    (Swamy-Arora&#39;s transformation)
## 
## Call:
## plm(formula = ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + 
##     factor(LCS), data = Base_GECAT, model = &quot;random&quot;, index = c(&quot;Ticker&quot;, 
##     &quot;Year&quot;, &quot;Country&quot;))
## 
## Unbalanced Panel: n = 782, T = 1-3, N = 1761
## 
## Effects:
##                  var std.dev share
## idiosyncratic 0.1148  0.3388 0.435
## individual    0.1489  0.3859 0.565
## theta:
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.3402  0.4725  0.5478  0.5077  0.5478  0.5478 
## 
## Residuals:
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## -1.10294 -0.11089 -0.06852 -0.00059 -0.01746  2.31794 
## 
## Coefficients:
##                          Estimate  Std. Error z-value  Pr(&gt;|z|)    
## (Intercept)           -0.32840195  0.19115549 -1.7180  0.085800 .  
## POST                  -0.00010780  0.02148372 -0.0050  0.995997    
## Emerg                  0.00562884  0.10130106  0.0556  0.955688    
## SIZE_w1                0.03100942  0.01054282  2.9413  0.003269 ** 
## ROA_w1                -0.00202210  0.00024142 -8.3760 &lt; 2.2e-16 ***
## Estim                 -0.01186018  0.00461970 -2.5673  0.010249 *  
## factor(LCS)Decline     0.08536494  0.05471658  1.5601  0.118729    
## factor(LCS)Growth     -0.04994653  0.03960155 -1.2612  0.207227    
## factor(LCS)Mature     -0.07868435  0.03914634 -2.0100  0.044431 *  
## factor(LCS)Turbulence  0.00428496  0.04924930  0.0870  0.930667    
## POST:Emerg            -0.09352494  0.09878931 -0.9467  0.343786    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Total Sum of Squares:    225.98
## Residual Sum of Squares: 211.38
## R-Squared:      0.064621
## Adj. R-Squared: 0.059276
## Chisq: 107.982 on 10 DF, p-value: &lt; 2.22e-16</code></pre>
<p>Comparando os resultados</p>
<pre class="r"><code>export_summs(mod_ACCY_Pooled, mod_ACCY_EF_between, mod_ACCY_EA)</code></pre>
<table class="huxtable" style="border-collapse: collapse; border: 0px; margin-bottom: 2em; margin-top: 2em; ; margin-left: auto; margin-right: auto;  " id="tab:unnamed-chunk-14">
<col><col><col><col><tr>
<th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Model 1</th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Model 2</th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Model 3</th></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(Intercept)</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.22    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.07    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.33    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.16)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.23)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.19)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">POST</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.03    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.29 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.03)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.08)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.02)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Emerg</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.21    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.01    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.19)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">SIZE_w1</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03 ** </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03 *  </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03 ** </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">ROA_w1</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00 ***</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Estim</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.01 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.02 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.01 *  </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Decline</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.08    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.09    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Growth</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.05    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.13 *  </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.05    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Mature</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.04    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.08    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.08 *  </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Turbulence</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.01    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.10    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.09)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">POST:Emerg</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.10    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.20    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.09    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.20)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">nobs</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">782       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761       </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">r.squared</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.09    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">adj.r.squared</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.08    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">statistic</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">12.13    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">7.43    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">107.98    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">p.value</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">deviance</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">465.60    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">179.49    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">211.38    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">df.residual</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1750.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">771.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1750.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">nobs.1</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">782.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761.00    </td></tr>
<tr>
<th colspan="4" style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"> *** p &lt; 0.001;  ** p &lt; 0.01;  * p &lt; 0.05.</th></tr>
</table>

<p>Escolhendo o Melhor Modelo</p>
</div>
<div id="pooled-x-ef" class="section level4">
<h4>Pooled x EF</h4>
<p>Teste F de Chow *A hipótese nula é de que há igualdade nos
interceptos e nas inclinações para todos os indivíduos, caracterizando o
modelo de dados agrupados (pooled). Se valor p&lt;0,05, o modelo de
Efeitos Fixos é melhor do que o modelo Pooled.</p>
<pre class="r"><code>pFtest(mod_ACCY_EF_between, mod_ACCY_Pooled) #EF</code></pre>
<pre><code>## 
##  F test for individual effects
## 
## data:  ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS)
## F = 1.2553, df1 = 979, df2 = 771, p-value = 0.0004544
## alternative hypothesis: significant effects</code></pre>
</div>
<div id="pooled-x-ea" class="section level4">
<h4>Pooled x EA</h4>
<p>Teste de Breusch e Pagan *A aceitação da hipótese nula implica que o
modelo de dados agrupados (pooled) é preferível. Se valor p&lt;0,05, o
modelo de Efeitos Aleatórios é superior ao modelo Pooled.</p>
<pre class="r"><code>plmtest(mod_ACCY_Pooled, type=&quot;bp&quot;) #EA</code></pre>
<pre><code>## 
##  Lagrange Multiplier Test - (Breusch-Pagan)
## 
## data:  ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS)
## chisq = 292.75, df = 1, p-value &lt; 2.2e-16
## alternative hypothesis: significant effects</code></pre>
</div>
<div id="ef-x-ea" class="section level4">
<h4>EF x EA</h4>
<p>Teste de Hausmann *Se o teste rejeitar a hipótese nula, o modelo de
Efeitos Fixos é o mais adequado. Se valor p&lt;0,05 o modelo de Efeitos
Fixos foi considerado superior ao modelo de Efeitos Aleatórios.</p>
<pre class="r"><code>phtest(mod_ACCY_EF_between, mod_ACCY_EA) #EF</code></pre>
<pre><code>## 
##  Hausman Test
## 
## data:  ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + factor(LCS)
## chisq = 119.26, df = 10, p-value &lt; 2.2e-16
## alternative hypothesis: one model is inconsistent</code></pre>
</div>
</div>
</div>
<div id="exportando-o-output" class="section level2">
<h2>Exportando o Output</h2>
<p>Conhecendo os nomes das variáveis</p>
<pre class="r"><code>export_summs(mod_ACCY_Pooled, mod_ACCY_EF_between, mod_ACCY_EA)</code></pre>
<table class="huxtable" style="border-collapse: collapse; border: 0px; margin-bottom: 2em; margin-top: 2em; ; margin-left: auto; margin-right: auto;  " id="tab:unnamed-chunk-18">
<col><col><col><col><tr>
<th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Model 1</th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Model 2</th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Model 3</th></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(Intercept)</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.22    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.07    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.33    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.16)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.23)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.19)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">POST</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.03    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.29 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.03)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.08)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.02)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Emerg</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.21    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.01    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.19)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">SIZE_w1</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03 ** </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03 *  </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.03 ** </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">ROA_w1</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.00 ***</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Estim</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.01 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.02 ***</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.01 *  </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.01)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.00)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Decline</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.08    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.09    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Growth</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.05    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.13 *  </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.05    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Mature</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.04    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.08    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.08 *  </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.06)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.04)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">factor(LCS)Turbulence</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.01    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.10    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.09)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.05)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">POST:Emerg</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.10    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.20    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.09    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.20)   </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">(0.10)   </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">nobs</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">782       </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761       </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">r.squared</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.09    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">adj.r.squared</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.08    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.06    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">statistic</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">12.13    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">7.43    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">107.98    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">p.value</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">deviance</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">465.60    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">179.49    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">211.38    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">df.residual</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1750.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">771.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1750.00    </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">nobs.1</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">782.00    </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761.00    </td></tr>
<tr>
<th colspan="4" style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"> *** p &lt; 0.001;  ** p &lt; 0.01;  * p &lt; 0.05.</th></tr>
</table>

<p>Exportando os modelos (pode ser apenas um ou mais outputs)</p>
<pre class="r"><code>export_summs(mod_ACCY_Pooled, mod_ACCY_EF_between, mod_ACCY_EA,
             scala = F,
             model.names = c(&quot;PAA_QA_Pooled&quot;,&quot;PAA_QA_EF&quot;,&quot;PAA_QA_EA&quot;),
             coefs = c(&quot;Intercept&quot; = &quot;(Intercept)&quot;, 
                       &quot;POST&quot; = &quot;POST&quot;,
                       &quot;Emerg&quot; = &quot;Emerg&quot;,
                       &quot;POST*Emerg&quot; = &quot;POST:Emerg&quot;, 
                       &quot;SIZE&quot; = &quot;SIZE_w1&quot;, 
                       &quot;ROA&quot; = &quot;ROA_w1&quot;, 
                       &quot;Estim&quot; = &quot;Estim&quot;,
                       &quot;Growth&quot; = &quot;factor(LCS)Growth&quot;, 
                       &quot;Mature&quot; = &quot;factor(LCS)Mature&quot;, 
                       &quot;Shake-out&quot; = &quot;factor(LCS)Turbulence&quot;, 
                       &quot;Decline&quot; = &quot;factor(LCS)Decline&quot;),
             error_pos = c(&quot;same&quot;, &quot;below&quot;, &quot;right&quot;),
             bold_signif = 0.05,
             borders = 2,
             outer_borders = 2,
             statistics = c(N = &quot;nobs.1&quot;, R2 = &quot;r.squared&quot;,
                            adj.R2 = &quot;adj.r.squared&quot;, p.value = &quot;p.value&quot;, 
                            &quot;GL&quot; = &quot;df&quot;, AIC = &quot;AIC&quot;, &quot;logLik&quot; = &quot;logLik&quot;,
                            &quot;Pseudo R2&quot; = &quot;pseudo.r.squared&quot;),
             scale = TRUE, robust = TRUE, digits = 3, vifs = TRUE,
             note         = &quot;{stars}. Erros padrões robustos clusterizados&quot;,
             title = &quot;Table X - Regression Models&quot;,
             to.file = &quot;docx&quot;,
             file.name = &quot;C:/Users/Usuário/OneDrive/Oficina Regressão/Output_Regressão.docx&quot;)</code></pre>
<pre><code>## Warning in (function (..., error_format = &quot;({std.error})&quot;, error_pos = c(&quot;below&quot;, : Unrecognized statistics: df, AIC, logLik, pseudo.r.squared
## Try setting `statistics` explicitly in the call to `huxreg()`</code></pre>
<table class="huxtable" style="border-collapse: collapse; border: 0px; margin-bottom: 2em; margin-top: 2em; ; margin-left: auto; margin-right: auto;  " id="tab:unnamed-chunk-19">
<col><col><col><col><tr>
<th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"></th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">PAA_QA_Pooled</th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">PAA_QA_EF</th><th style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">PAA_QA_EA</th></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Intercept</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.224 (0.156)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.073 (0.231)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.328 (0.191)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">POST</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.027 (0.030)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">-0.289 *** (0.078)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.000 (0.021)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Emerg</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.030 (0.100)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.212 (0.190)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.006 (0.101)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">POST*Emerg</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.102 (0.105)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.198 (0.203)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.094 (0.099)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">SIZE</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">0.026 ** (0.009)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">0.033 * (0.013)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">0.031 ** (0.011)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">ROA</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">-0.002 *** (0.000)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">-0.001 *** (0.000)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">-0.002 *** (0.000)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Estim</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">-0.015 *** (0.004)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">-0.022 *** (0.006)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">-0.012 * (0.005)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Growth</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.045 (0.040)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">-0.130 * (0.064)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.050 (0.040)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Mature</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.042 (0.039)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.075 (0.062)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: bold;">-0.079 * (0.039)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Shake-out</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.011 (0.054)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">-0.101 (0.092)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.004 (0.049)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">Decline</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.083 (0.063)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.057 (0.099)</td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.085 (0.055)</td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">N</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761.000 </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">782.000 </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">1761.000 </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">R2</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.065 </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.088 </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.065 </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">adj.R2</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.059 </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.076 </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.059 </td></tr>
<tr>
<th style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">p.value</th><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.000 </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.000 </td><td style="vertical-align: top; text-align: right; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 2pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;">0.000 </td></tr>
<tr>
<th colspan="4" style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 2pt 0pt 0pt 0pt;    padding: 6pt 6pt 6pt 6pt; font-weight: normal;"> *** p &lt; 0.001;  ** p &lt; 0.01;  * p &lt; 0.05. Erros padrões robustos clusterizados</th></tr>
</table>

<p><em>*</em>Não importa a ordem que estavam as variáveis nos outputs, a
ordem em que irão aparecer na tabela final é a mesma que for indicada no
argumento “coefs”.</p>
<p>*Ao usar a função export_summs, “robust=true” indica que você deseja
calcular estatísticas robustas para o modelo. Estatísticas robustas são
usadas para fornecer inferências mais confiáveis quando as suposições de
homocedasticidade (variância constante) e normalidade dos resíduos são
violadas, o que pode ocorrer em modelos de regressão.</p>
</div>
</div>
<div id="interpretando-os-resultados-da-regressão" class="section level1">
<h1>Interpretando os Resultados da Regressão</h1>
<p><strong>R-quadrado (R²):</strong></p>
<p>O R-quadrado mede a proporção da variabilidade da variável dependente
que é explicada pelo modelo. Ele varia de 0 a 1, e um valor mais próximo
de 1 indica que o modelo explica uma grande parte da variabilidade dos
dados.</p>
<pre><code>No entanto, o R-quadrado por si só não indica a validade do modelo; é importante considerar outras métricas e diagnósticos.</code></pre>
<p><strong>Estatística F:</strong></p>
<p>Se a estatística F resultante for grande o suficiente e o valor-p
associado for menor que o nível de significância escolhido (geralmente
0,05), concluímos que o modelo é estatisticamente significativo, ou
seja, pelo menos uma das variáveis independentes tem uma relação linear
significativa com a variável dependente.</p>
<p><strong>Coeficientes de regressão:</strong></p>
<p>Os coeficientes de regressão são estimativas dos efeitos das
variáveis independentes sobre a variável dependente. Eles indicam o
tamanho e a direção do impacto que cada variável independente tem sobre
a variável dependente, mantendo as outras variáveis constantes.</p>
<ul>
<li><p>Um coeficiente positivo indica que um aumento na variável
independente está associado a um aumento na variável dependente (relação
direta).</p></li>
<li><p>Um coeficiente negativo indica que um aumento na variável
independente está associado a uma diminuição na variável dependente
(relação inversa).</p></li>
</ul>
<blockquote>
<p>Para as variáveis categóricas (fatores) como <em>POST</em>,
<em>Emerg</em> e os fatores de nível <em>LCS</em>, cada nível comparado
ao nível de referência terá um coeficiente associado. A interpretação
deve ser feita considerando qual nível específico está sendo comparado
com o nível de referência.</p>
</blockquote>
<p><strong>Estatísticas t e p:</strong></p>
<p>As estatísticas t e os valores-p (p-values) são usados para avaliar a
significância estatística dos coeficientes de regressão.</p>
<ul>
<li><p>Um valor-p baixo (geralmente menor que 0,05) indica que o
coeficiente é estatisticamente significativo, ou seja, há evidências
suficientes para afirmar que o efeito é diferente de zero.</p></li>
<li><p>Um <strong>valor-p alto</strong> indica que o coeficiente não é
estatisticamente significativo e <strong>!não podemos afirmar que o
efeito é diferente de zero!</strong>.</p></li>
</ul>
<p><strong>Erros-padrão dos coeficientes:</strong></p>
<p>Os erros-padrão dos coeficientes fornecem informações sobre a
precisão das estimativas dos coeficientes. Quanto menor o erro-padrão,
maior a precisão da estimativa.</p>
<p>&gt; Entendendo na prática:</p>
<pre class="r"><code>summary(mod_ACCY_EF_between)</code></pre>
<pre><code>## Oneway (individual) effect Between Model
## 
## Call:
## plm(formula = ACCY_w1 ~ POST * Emerg + SIZE_w1 + ROA_w1 + Estim + 
##     factor(LCS), data = Base_GECAT, model = &quot;between&quot;, index = c(&quot;Ticker&quot;, 
##     &quot;Year&quot;, &quot;Country&quot;))
## 
## Unbalanced Panel: n = 782, T = 1-3, N = 1761
## Observations used in estimation: 782
## 
## Residuals:
##       Min.    1st Qu.     Median    3rd Qu.       Max. 
## -1.1364570 -0.1995634 -0.1207920  0.0023396  2.9691875 
## 
## Coefficients:
##                          Estimate  Std. Error t-value  Pr(&gt;|t|)    
## (Intercept)           -0.07256954  0.23063135 -0.3147 0.7531080    
## POST                  -0.28933767  0.07797952 -3.7104 0.0002218 ***
## Emerg                 -0.21179872  0.18952135 -1.1175 0.2641093    
## SIZE_w1                0.03286412  0.01280801  2.5659 0.0104786 *  
## ROA_w1                -0.00141183  0.00025603 -5.5143  4.78e-08 ***
## Estim                 -0.02194287  0.00647203 -3.3904 0.0007334 ***
## factor(LCS)Decline     0.05686900  0.09912057  0.5737 0.5663140    
## factor(LCS)Growth     -0.13024001  0.06403100 -2.0340 0.0422920 *  
## factor(LCS)Mature     -0.07515001  0.06198569 -1.2124 0.2257396    
## factor(LCS)Turbulence -0.10137726  0.09232424 -1.0981 0.2725225    
## POST:Emerg             0.19750616  0.20328497  0.9716 0.3315678    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Total Sum of Squares:    196.78
## Residual Sum of Squares: 179.49
## R-Squared:      0.087849
## Adj. R-Squared: 0.076019
## F-statistic: 7.42551 on 10 and 771 DF, p-value: 2.5329e-11</code></pre>
</div>
<div id="resumindo" class="section level1">
<h1>Resumindo…</h1>
<pre><code>➔Calcular e analisar a estatística descritiva - observar se há *outliers* (winsorizar);

➔Verificar a normalidade dos dados - Matriz de Correlação - Shapiro-Wilk;

➔Estimação mais adequada ao modelo da pesquisa - *pooling*, efeitos fixos ou aleatórios: testes de Breusch-Pagan, Chow e Hausman ou com base na Teoria desconsiderando os testes estatísticos de estimação do modelo;</code></pre>
<p><strong>Argumentação teórica</strong> pode ser mais convincente que
os próprios testes…</p>
<div id="explique-é-preciso-convencer-o-leitor" class="section level2">
<h2>EXPLIQUE ! ! ! É PRECISO CONVENCER O LEITOR</h2>
<p>Testes de autocorrelação (teste Wooldridge), heteroscedasticidade
(Wald Modificado) e multicolinearidade (Fator de Inflação da Variância -
VIF);</p>
<p>Presença de autocorrelação e heterocedasticidade?
Corrigir/tratar;</p>
<p>Operacionalizar a regressão;</p>
<p>Analisar os resultados e descrever as implicações.</p>
</div>
</div>
<div id="referências" class="section level1">
<h1>Referências</h1>
<p>Favero, L. P., Belfiore, P., Souza, R. F. (2023). Data Science,
Analytics and Machine Learning with R. 1. ed. Elsevier. </p>
</div>




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